The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Sep. 22, 2026
Filed:
Jan. 29, 2020
Applicant:
Nokia Technologies Oy, Espoo, FI;
Inventors:
Caglar Aytekin, Tampere, FI;
Francesco Cricri, Tampere, FI;
Assignee:
Nokia Technologies Oy, Espoo, FI;
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/0495 (2023.01); G06N 3/082 (2023.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); H03M 7/30 (2006.01);
U.S. Cl.
CPC ...
G06N 3/0495 (2023.01); G06N 3/082 (2013.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); H03M 7/3068 (2013.01);
Abstract
There is provided an apparatus comprising means for training a neural network, wherein the training comprises applying a loss function configured to increase sparsity of a weight tensor of the neural network and to cause a plurality of non-zero elements of the weight tensor to be substantially equal to each other; and means for entropy coding the weight tensor to obtain a compressed neural network.